EP 0897155 A1 19990217 - Method for controlling processes
Title (en)
Method for controlling processes
Title (de)
Verfahren zur Steuerung von Prozessvorgängen
Title (fr)
Méthode de commande de processus
Publication
Application
Priority
DE 19734947 A 19970813
Abstract (en)
The method involves collecting all parameters which are relevant for a process and evaluating them using neuronal analysis based on a self-organising, neuronal card or SOM, whereby a topology generating non-linear projection of data of the relevant parameters is performed onto a multidimensional SOM.
Abstract (de)
Die Erfindung bezieht sich auf ein Verfahren zur Steuerung von Prozeßvorgängen einer technischen Anlage. Um eine gleichzeitige und zusammenhängende Bewertung relevanter Prozeßgrößen der Anlage zu ermöglichen, wird vorgeschlagen, die relevanten Prozeßgrößen durch eine neuronale Analyse auf der Grundlage selbstorganisierender neuronaler Karten in Beziehung zueinander auszuwerten, indem eine topologieerhaltende, nichtlineare Projektion von Daten der relevanten Prozeßgrößen auf eine mehrdimensionale neuronale Karte realisiert wird. <IMAGE>
IPC 1-7
IPC 8 full level
G05B 13/02 (2006.01); G06N 3/04 (2006.01)
CPC (source: EP US)
G05B 13/027 (2013.01 - EP US); G06N 3/04 (2013.01 - EP US); Y10S 706/907 (2013.01 - US)
Citation (search report)
- [A] GB 2277151 A 19941019 - UNIV BRUNEL [GB]
- [XAY] SYED A ET AL: "REAL-TIME MONITORING AND DIAGNOSING OF ROBOTIC ASSEMBLY WITH SELF-ORGANIZING NEURAL MAPS", PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMAT, ATLANTA, MAY 2 - 6, 1993, vol. 2, no. CONF. 10, 2 May 1993 (1993-05-02), INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, pages 188 - 195, XP000402656
- [Y] BARTAL Y ET AL: "NUCLEAR POWER PLANTS TRANSIENT DIAGNOSTICS USING LVQ OR SOME NETWORKS DON'T KNOW THAT THEY DON'T KNOW", INTERNATIONAL CONFERENCE ON NEURAL NETWORKS/ WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE, ORLANDO, JUNE 27 - 29, 1994, vol. 6, 27 June 1994 (1994-06-27), INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, pages 3744 - 3749, XP000510508
- [YA] KEYMEULEN D ET AL: "On the self-organizing properties of topological maps", TOWARD A PRACTICE OF AUTONOMOUS SYSTEMS. PROCEEDINGS OF THE FIRST EUROPEAN CONFERENCE ON ARTIFICIAL LIFE, PARIS, FRANCE, 11-13 DEC. 1991, ISBN 0-262-72019-1, 1992, Cambridge, MA, USA, MIT Press, USA, pages 64 - 69, XP002085067
- [A] HYOTYNIEMI H: "State-space modeling using self-organizing maps", 5TH EUROPEAN SYMPOSIUM ON ARTIFICIAL NEURAL NETWORKS ESANN '97. PROCEEDINGS, PROCEEDINGS OF EUROPEAN SYMPOSIUM ON ARTIFICIAL NEURAL NETWORKS. ESANN '97, BRUGES, BELGIUM, 16-18 APRIL 1997, ISBN 2-9600049-7-3, 1997, Brussels, Belgium, D facto, Belgium, pages 187 - 192, XP002085068
Designated contracting state (EPC)
DE FR GB
DOCDB simple family (publication)
EP 0897155 A1 19990217; DE 19734947 A1 19990218; DE 19734947 B4 20100429; US 6314413 B1 20011106
DOCDB simple family (application)
EP 98111786 A 19980626; DE 19734947 A 19970813; US 13393198 A 19980813